current_works_v2: layout-only guidance weight sweep (20 configs, 370 test scenes) (part 2)

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room1_raw_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_col30_room1.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 96.57%
+ Macro-Average Accuracy (Means of Means): 89.38%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.83%  (Left: 98.68%, Right: 98.97%)
+ Front / Behind (F/B)     : 99.72%  (Front: 99.73%, Behind: 99.70%)
+ Bigger / Smaller (Bi/Sm) : 95.97%  (Bigger: 96.26%, Smaller: 95.69%)
+ Taller / Shorter (Ta/Sh) : 96.00%  (Taller: 96.21%, Shorter: 95.80%)
+ Standing On              : 98.80%
+ Close By                 : 79.44%
+ Symmetrical To           : 56.90%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room3_pp_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_col30_room3.json
+ Overall ColObj   (Object Collision Rate) : 0.0312 (79/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.0919 (34/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.0345   | 0.0732   | 3/41
+ diningroom         | 0.0037   | 0.0145   | 1/69
+ library            | 0.0853   | 0.1786   | 10/56
+ livingdiningroom   | 0.0050   | 0.0323   | 1/31
+ livingroom         | 0.0241   | 0.0577   | 3/52
+ masterbedroom      | 0.0524   | 0.1304   | 9/69
+ secondbedroom      | 0.0560   | 0.1346   | 7/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room3_pp_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 101
+Total furniture objects: 2526
+Average #OB per scene: 0.2730
+OB Object Rate (tot_ob / tot_obj): 0.0400

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room3_pp_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_col30_room3.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.81%
+ Macro-Average Accuracy (Means of Means): 87.23%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.45%  (Left: 98.32%, Right: 98.57%)
+ Front / Behind (F/B)     : 98.79%  (Front: 98.95%, Behind: 98.64%)
+ Bigger / Smaller (Bi/Sm) : 96.00%  (Bigger: 96.42%, Smaller: 95.58%)
+ Taller / Shorter (Ta/Sh) : 95.56%  (Taller: 95.67%, Shorter: 95.44%)
+ Standing On              : 96.46%
+ Close By                 : 75.35%
+ Symmetrical To           : 50.00%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room3_raw_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_col30_room3.json
+ Overall ColObj   (Object Collision Rate) : 0.3688 (935/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.6703 (248/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.3695   | 0.6585   | 27/41
+ diningroom         | 0.4286   | 0.8261   | 57/69
+ library            | 0.3527   | 0.5536   | 31/56
+ livingdiningroom   | 0.3643   | 0.9032   | 28/31
+ livingroom         | 0.3574   | 0.6923   | 36/52
+ masterbedroom      | 0.3272   | 0.5362   | 37/69
+ secondbedroom      | 0.3480   | 0.6154   | 32/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room3_raw_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 274
+Total furniture objects: 2526
+Average #OB per scene: 0.7405
+OB Object Rate (tot_ob / tot_obj): 0.1085

current_works_v2/sweep_layout_only/eval/lo_crr_col30_room3_raw_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_col30_room3.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.94%
+ Macro-Average Accuracy (Means of Means): 87.79%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.60%  (Left: 98.42%, Right: 98.77%)
+ Front / Behind (F/B)     : 98.93%  (Front: 99.09%, Behind: 98.77%)
+ Bigger / Smaller (Bi/Sm) : 96.00%  (Bigger: 96.42%, Smaller: 95.58%)
+ Taller / Shorter (Ta/Sh) : 95.56%  (Taller: 95.67%, Shorter: 95.44%)
+ Standing On              : 96.46%
+ Close By                 : 76.41%
+ Symmetrical To           : 52.59%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_rel30_pp_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_rel30.json
+ Overall ColObj   (Object Collision Rate) : 0.0327 (83/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.0973 (36/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.0345   | 0.0732   | 3/41
+ diningroom         | 0.0073   | 0.0290   | 2/69
+ library            | 0.0736   | 0.1607   | 9/56
+ livingdiningroom   | 0.0151   | 0.0323   | 1/31
+ livingroom         | 0.0161   | 0.0577   | 3/52
+ masterbedroom      | 0.0576   | 0.1449   | 10/69
+ secondbedroom      | 0.0680   | 0.1538   | 8/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_rel30_pp_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 93
+Total furniture objects: 2527
+Average #OB per scene: 0.2514
+OB Object Rate (tot_ob / tot_obj): 0.0368

current_works_v2/sweep_layout_only/eval/lo_crr_rel30_pp_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_rel30.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 96.23%
+ Macro-Average Accuracy (Means of Means): 88.62%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.34%  (Left: 98.16%, Right: 98.51%)
+ Front / Behind (F/B)     : 99.28%  (Front: 99.22%, Behind: 99.33%)
+ Bigger / Smaller (Bi/Sm) : 96.03%  (Bigger: 96.31%, Smaller: 95.74%)
+ Taller / Shorter (Ta/Sh) : 96.09%  (Taller: 96.39%, Shorter: 95.80%)
+ Standing On              : 98.42%
+ Close By                 : 76.58%
+ Symmetrical To           : 55.60%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_rel30_raw_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_rel30.json
+ Overall ColObj   (Object Collision Rate) : 0.5049 (1280/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.7919 (293/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.4729   | 0.6585   | 27/41
+ diningroom         | 0.6227   | 0.9420   | 65/69
+ library            | 0.4922   | 0.7679   | 43/56
+ livingdiningroom   | 0.4950   | 0.9677   | 30/31
+ livingroom         | 0.4478   | 0.7500   | 39/52
+ masterbedroom      | 0.4529   | 0.7246   | 50/69
+ secondbedroom      | 0.4960   | 0.7500   | 39/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_rel30_raw_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 233
+Total furniture objects: 2527
+Average #OB per scene: 0.6297
+OB Object Rate (tot_ob / tot_obj): 0.0922

current_works_v2/sweep_layout_only/eval/lo_crr_rel30_raw_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_rel30.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 96.36%
+ Macro-Average Accuracy (Means of Means): 89.91%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.24%  (Left: 97.94%, Right: 98.54%)
+ Front / Behind (F/B)     : 98.78%  (Front: 98.85%, Behind: 98.70%)
+ Bigger / Smaller (Bi/Sm) : 96.03%  (Bigger: 96.31%, Smaller: 95.74%)
+ Taller / Shorter (Ta/Sh) : 96.09%  (Taller: 96.39%, Shorter: 95.80%)
+ Standing On              : 98.42%
+ Close By                 : 81.49%
+ Symmetrical To           : 60.34%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_start50_pp_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_start50.json
+ Overall ColObj   (Object Collision Rate) : 0.0304 (77/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.0865 (32/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.0493   | 0.1220   | 5/41
+ diningroom         | 0.0000   | 0.0000   | 0/69
+ library            | 0.0814   | 0.1607   | 9/56
+ livingdiningroom   | 0.0201   | 0.0645   | 2/31
+ livingroom         | 0.0120   | 0.0385   | 2/52
+ masterbedroom      | 0.0576   | 0.1304   | 9/69
+ secondbedroom      | 0.0400   | 0.0962   | 5/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_start50_pp_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 109
+Total furniture objects: 2527
+Average #OB per scene: 0.2946
+OB Object Rate (tot_ob / tot_obj): 0.0431

current_works_v2/sweep_layout_only/eval/lo_crr_start50_pp_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_start50.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.37%
+ Macro-Average Accuracy (Means of Means): 86.50%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.61%  (Left: 98.42%, Right: 98.81%)
+ Front / Behind (F/B)     : 99.10%  (Front: 99.12%, Behind: 99.07%)
+ Bigger / Smaller (Bi/Sm) : 95.96%  (Bigger: 96.36%, Smaller: 95.55%)
+ Taller / Shorter (Ta/Sh) : 95.05%  (Taller: 95.35%, Shorter: 94.74%)
+ Standing On              : 92.67%
+ Close By                 : 71.09%
+ Symmetrical To           : 53.02%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_start50_raw_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_start50.json
+ Overall ColObj   (Object Collision Rate) : 0.4359 (1105/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.7324 (271/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.4483   | 0.7073   | 29/41
+ diningroom         | 0.5018   | 0.8406   | 58/69
+ library            | 0.4109   | 0.6429   | 36/56
+ livingdiningroom   | 0.4497   | 0.9677   | 30/31
+ livingroom         | 0.3976   | 0.7308   | 38/52
+ masterbedroom      | 0.4215   | 0.6957   | 48/69
+ secondbedroom      | 0.3840   | 0.6154   | 32/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_start50_raw_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 233
+Total furniture objects: 2527
+Average #OB per scene: 0.6297
+OB Object Rate (tot_ob / tot_obj): 0.0922

current_works_v2/sweep_layout_only/eval/lo_crr_start50_raw_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_start50.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.48%
+ Macro-Average Accuracy (Means of Means): 87.42%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.68%  (Left: 98.49%, Right: 98.87%)
+ Front / Behind (F/B)     : 98.81%  (Front: 98.85%, Behind: 98.77%)
+ Bigger / Smaller (Bi/Sm) : 95.96%  (Bigger: 96.36%, Smaller: 95.55%)
+ Taller / Shorter (Ta/Sh) : 95.05%  (Taller: 95.35%, Shorter: 94.74%)
+ Standing On              : 92.67%
+ Close By                 : 73.87%
+ Symmetrical To           : 56.90%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_str50_pp_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_str50.json
+ Overall ColObj   (Object Collision Rate) : 0.0379 (96/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.1135 (42/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.0887   | 0.1951   | 8/41
+ diningroom         | 0.0055   | 0.0145   | 1/69
+ library            | 0.1085   | 0.2143   | 12/56
+ livingdiningroom   | 0.0050   | 0.0323   | 1/31
+ livingroom         | 0.0120   | 0.0385   | 2/52
+ masterbedroom      | 0.0707   | 0.1739   | 12/69
+ secondbedroom      | 0.0480   | 0.1154   | 6/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_str50_pp_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 92
+Total furniture objects: 2527
+Average #OB per scene: 0.2486
+OB Object Rate (tot_ob / tot_obj): 0.0364

current_works_v2/sweep_layout_only/eval/lo_crr_str50_pp_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_crr_str50.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.14%
+ Macro-Average Accuracy (Means of Means): 86.93%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.47%  (Left: 98.36%, Right: 98.57%)
+ Front / Behind (F/B)     : 98.56%  (Front: 98.58%, Behind: 98.54%)
+ Bigger / Smaller (Bi/Sm) : 95.84%  (Bigger: 96.36%, Smaller: 95.31%)
+ Taller / Shorter (Ta/Sh) : 94.45%  (Taller: 95.03%, Shorter: 93.87%)
+ Standing On              : 90.95%
+ Close By                 : 74.61%
+ Symmetrical To           : 55.60%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_str50_raw_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_str50.json
+ Overall ColObj   (Object Collision Rate) : 0.3921 (994/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.6676 (247/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.3892   | 0.6585   | 27/41
+ diningroom         | 0.4304   | 0.7681   | 53/69
+ library            | 0.3682   | 0.5714   | 32/56
+ livingdiningroom   | 0.4296   | 0.9355   | 29/31
+ livingroom         | 0.4056   | 0.6923   | 36/52
+ masterbedroom      | 0.3613   | 0.6377   | 44/69
+ secondbedroom      | 0.2960   | 0.5000   | 26/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_crr_str50_raw_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 190
+Total furniture objects: 2527
+Average #OB per scene: 0.5135
+OB Object Rate (tot_ob / tot_obj): 0.0752

current_works_v2/sweep_layout_only/eval/lo_crr_str50_raw_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_crr_str50.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.26%
+ Macro-Average Accuracy (Means of Means): 87.84%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.58%  (Left: 98.32%, Right: 98.84%)
+ Front / Behind (F/B)     : 98.39%  (Front: 98.41%, Behind: 98.37%)
+ Bigger / Smaller (Bi/Sm) : 95.84%  (Bigger: 96.36%, Smaller: 95.31%)
+ Taller / Shorter (Ta/Sh) : 94.45%  (Taller: 95.03%, Shorter: 93.87%)
+ Standing On              : 90.95%
+ Close By                 : 76.74%
+ Symmetrical To           : 59.91%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_room_rel_pp_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_room_rel.json
+ Overall ColObj   (Object Collision Rate) : 0.0391 (99/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.1108 (41/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.0394   | 0.0732   | 3/41
+ diningroom         | 0.0110   | 0.0435   | 3/69
+ library            | 0.1163   | 0.2143   | 12/56
+ livingdiningroom   | 0.0151   | 0.0323   | 1/31
+ livingroom         | 0.0161   | 0.0577   | 3/52
+ masterbedroom      | 0.0550   | 0.1304   | 9/69
+ secondbedroom      | 0.0800   | 0.1923   | 10/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_room_rel_pp_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 106
+Total furniture objects: 2527
+Average #OB per scene: 0.2865
+OB Object Rate (tot_ob / tot_obj): 0.0419

current_works_v2/sweep_layout_only/eval/lo_room_rel_pp_rel.txt

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+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/pp/lo_room_rel.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 96.23%
+ Macro-Average Accuracy (Means of Means): 87.96%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 98.40%  (Left: 98.00%, Right: 98.81%)
+ Front / Behind (F/B)     : 99.21%  (Front: 99.32%, Behind: 99.10%)
+ Bigger / Smaller (Bi/Sm) : 96.15%  (Bigger: 96.39%, Smaller: 95.90%)
+ Taller / Shorter (Ta/Sh) : 96.16%  (Taller: 96.34%, Shorter: 95.97%)
+ Standing On              : 99.71%
+ Close By                 : 73.96%
+ Symmetrical To           : 52.16%
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_room_rel_raw_col.txt

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+===========================================================================
+          PHYSICAL SCENE COLLISION EVALUATION (Col Scene & Col Obj)          
+===========================================================================
+ Target File                               : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_room_rel.json
+ Overall ColObj   (Object Collision Rate) : 0.5878 (1490/2535 objects)
+ Overall ColScene (Scene Collision Rate)  : 0.9000 (333/370 scenes)
+---------------------------------------------------------------------------
+ Category           | ColObj   | ColScene | Collided Scenes / Total
+---------------------------------------------------------------------------
+ bedroom            | 0.5764   | 0.8780   | 36/41
+ diningroom         | 0.6905   | 0.9855   | 68/69
+ library            | 0.5930   | 0.8393   | 47/56
+ livingdiningroom   | 0.5427   | 1.0000   | 31/31
+ livingroom         | 0.4819   | 0.8269   | 43/52
+ masterbedroom      | 0.6021   | 0.9130   | 63/69
+ secondbedroom      | 0.6280   | 0.8654   | 45/52
+===========================================================================

current_works_v2/sweep_layout_only/eval/lo_room_rel_raw_ob.txt

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+Total number of scenes: 370 (processed 370)
+Total OB objects: 176
+Total furniture objects: 2527
+Average #OB per scene: 0.4757
+OB Object Rate (tot_ob / tot_obj): 0.0696

current_works_v2/sweep_layout_only/eval/lo_room_rel_raw_rel.txt

@@ -0,0 +1,17 @@
+Wrote report to: /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/relational_accuracy_report.txt
+===========================================================================
+          RELATIONAL ACCURACY EVALUATION REPORT          
+===========================================================================
+ Source File                            : /Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/raw/lo_room_rel.json
+ Evaluated Scenes                       : 370 / 370
+ Micro-Average Accuracy (Total Acc)     : 95.91%
+ Macro-Average Accuracy (Means of Means): 89.40%
+---------------------------------------------------------------------------
+ Left / Right (L/R)       : 97.31%  (Left: 97.07%, Right: 97.55%)
+ Front / Behind (F/B)     : 97.45%  (Front: 97.57%, Behind: 97.34%)
+ Bigger / Smaller (Bi/Sm) : 96.15%  (Bigger: 96.39%, Smaller: 95.90%)
+ Taller / Shorter (Ta/Sh) : 96.16%  (Taller: 96.34%, Shorter: 95.97%)
+ Standing On              : 99.71%
+ Close By                 : 79.52%
+ Symmetrical To           : 59.48%
+===========================================================================

current_works_v2/sweep_layout_only/fid_run.sh

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+#!/bin/bash
+# FID/KID for a backed-up full run: unzip meshes, render raw + PP layouts (no lamp), score both protocols.
+# usage: fid_run.sh <current_works_v2 name>
+PY=/opt/homebrew/opt/python@3.11/libexec/bin/python3; E=/Users/lehoangan/Documents/GitHub/ROOM/echoscene
+N=$1; B=/Volumes/SPINNINGHDD/current_works_v2/$N; W=/Volumes/SPINNINGHDD/fid_work/$N
+O=/Users/lehoangan/Documents/GitHub/ROOM/revision/sweep/fid; mkdir -p $W $O
+[ -d $W/2050/echoscene/object_meshes ] || unzip -q $B/vis_2050.zip -d $W
+M=$W/2050/echoscene/object_meshes
+cd $E
+for st in raw pp; do
+  J=$B/2050/physcene_collision_$([ $st = raw ] && echo input || echo resolved).json
+  $PY scripts/rendering/render_images_only.py --in_json $J --old_mesh_dir $M --out_base_dir $W/render_$st --without_lamp > $W/render_$st.log 2>&1 &
+done; wait
+for st in raw pp; do
+  n=$(ls $W/render_$st/render_imgs/*.png | wc -l); echo "$N $st renders: $n"
+  for proto in original new; do
+    $PY scripts/eval/fid_eval.py $proto ${N}_$st $W/render_$st/render_imgs $O/$proto/${N}_$st.json
+  done
+done